@fitchmultz how are you handling this? A single thread per task with only one agent?
I've been trying to think about leveraging subagents way better, but I usually use them to implement the code, review the code and keep the main thread as the orchestrator.
How do you handle context?
Introducing π»π΅πΌπΉ: our new generation of Liquid Foundation Models. With a new tri-hybrid architecture and new multimodal encoders, the LFM3 family is the ideal model suite for specialized intelligence.
> 6 model instances, across text, audio, vision, and omni modalities, generative and decision models.
> π»π΅πΌπΉ-π·.π½π±: text, 256k context window.
> π»π΅πΌπΉ-π π»-πΈπ±: vision-language model with video-input support for spatial understanding
> π»π΅πΌπΉ-π°ππππ-πΈπ±: tool calls, voice chat, reasoning in 18 languages.
> π»π΅πΌπΉ-πΎπππ-πΈπ±: an omni model combines vision, audio, and language.
> ππ·-πΈπ± and ππ·-πΎπππ-πΈπ±: decision models with typed outputs and calibrated probabilities in a single pass. Omni adds audio input.
> fine-tune on 1 GPU.
> a new tri-hybrid architecture
> architecture optimized for 14 processor classes across GPUs, CPUs, and NPUs.
> π»π΅πΌπΉ-π π»-πΈπ± is a beast. It performs competitively with Gemma 4 12B (6x larger), and Gemini 3.5 Flash Lite, and GPT-5.6 Luna, with 1.9B parameters.
> π»π΅πΌπΉ-π·.π½π± is #1 on the Pareto frontier of device intelligence πππππππ.ππππππ.ππ
Every modality for specialized intelligence. Pick the one that fits your use case, customize it, and run it on-device.
1/ π§΅
@produkhelt@emilkowalski@soleio@polar_sh afaik yeah haha, maybe you could check the invoice or next time in a @polar_sh checkout click the arrow next to the price. I suppose that would have some sort of breakdown of the price like the one below.
This is accessing from a laptop/desktop btw.
@produkhelt@emilkowalski@soleio@emilkowalski is using @polar_sh they are a merchant of record and calculate the taxes based on the country you are accessing the site.
For me I get the $299 price at checkout, so it depends on the country.
@VictorTaelin Any reason you used python in particular? Genuinely asking since i've seen a lot of people and companies porting everything to Rust or similar languages.
La semana pasada en la U Fidelitas en Costa Rica, mi amigo @ManoJimenezG me estuvo alentando a que retomara el camino, que intentara algo nuevo y emprendiera, hoy le estoy super agradecido por ese ΓΊltimo empujΓ³n de confianza que necesitaba π
Les presento Meteorito! y sus ultimas actualizaciones en la ideathon Pura Vida π¨π·
Github https://t.co/rNa0iHiHB9
App https://t.co/bs0CPbMKhh
Landing https://t.co/TCh2LU22j6
muchas gracias a todo el equipo de Stellar Costa Rica, unos cracks definitivamente! se esta cocinando algo grande en Costa Rica para el mundo π₯
@ManoJimenezG@Anouk_Rimola@muguika@0xAdrianvrj@cavosxyz@AsoBlockchainCR@EmmanuelDevCr@bitfalt
@cancelik this is amazing, my favorite feature is pinning agents. Lately, I've been missing that in herdr since sometimes I use a certain agent for general stuff or whenever I want to keep track of something important.
was this just modified or are you planning on doing a release?
How weβre making Zcash quantum unlinkable through the use of one-time IVKs!
In this video, I talk about how sharing your shielded address opens you up to a specific quantum attack, and how we solved this linkage for a common feature you probably exposed yourself to already.
Built Gacha Desk for the @PayBox hackathon by @moonpay
Tell your agent your budget and it:
β ranks @Collector_Crypt packs by expected card value, odds & buyback
β reserves & pays on Base
β opens your card or sells it back
#PayBoxHackathon
Built Gacha Desk for the @PayBox hackathon by @moonpay
Tell your agent your budget and it:
β ranks @Collector_Crypt packs by expected card value, odds & buyback
β reserves & pays on Base
β opens your card or sells it back
#PayBoxHackathon